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Ganesh Dagadu Puri
Koneru Lakshmaiah Education Foundation
Computer Science & IT Electrical & Electronics Engineering

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Framework to Avoid Similarity Attack in Big Streaming Dat Ganesh Dagadu Puri; D. Haritha
International Journal of Electrical and Computer Engineering (IJECE) Vol 8, No 5: October 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (108.572 KB) | DOI: 10.11591/ijece.v8i5.pp2920-2925

Abstract

The existing methods for privacy preservation are available in variety of fields like social media, stock market, sentiment analysis, electronic health applications. The electronic health dynamic stream data is available in large quantity. Such large volume stream data is processed using delay free anonymization framework. Scalable privacy preserving techniques are required to satisfy the needs of processing large dynamic stream data. In this paper privacy preserving technique which can avoid similarity attack in big streaming data is proposed in distributed environment. It can process the data in parallel to reduce the anonymization delay.  In this paper the replacement technique is used for avoiding similarity attack. Late validation technique is used to reduce information loss. The application of this method is in medical diagnosis, e-health applications, health data processing at third party.
Co-Authors D. Haritha